Enumerates all possible propensity score models (linear terms only)

Description

This function enumerates and fits all possible propensity score models

Usage

1
PS.MA.enumerate(X, U, W = NULL)

Arguments

X

vector of the treatment indicator (0/1)

U

matrix of covariates to be considered for inclusion/exclusion

W

matrix of covariates that will be included in all models (optional)

Value

A list. The list contains the following named components:

dict

a list that contains the BIC and estimated propensity scores from propensity score models

out.table

a matrix that contains the BIC from each propensity score model